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Pinned repositories
Repositories
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
reverb
Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
dm-haiku
JAX-based neural network library
kapitan
Generic templated configuration management for Kubernetes, Terraform and other things
multidim-image-augmentation
This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
acme
A library of reinforcement learning components and agents
hanabi-learning-environment
hanabi_learning_environment is a research platform for Hanabi experiments.
pysc2
StarCraft II Learning Environment
graph_nets
Build Graph Nets in Tensorflow
bsuite
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
lab
A customisable 3D platform for agent-based AI research
sonnet
TensorFlow-based neural network library
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
tree
tree is a library for working with nested data structures
streetlearn
A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018
mathematics_dataset
This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.
dm_env_rpc
A networking protocol for agent-environment communication
objecthash-proto
ObjectHash for protocol buffers
surface-distance
Library to compute surface distance based performance metrics for segmentation tasks.
tcia-ct-scan-dataset
Dataset of head and neck CT scans and segmentations in NRRD format.
ai-safety-gridworlds
This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
dm_env
A Python interface for reinforcement learning environments
spriteworld
Spriteworld: a flexible, configurable python-based reinforcement learning environment
narrativeqa
This repository contains the NarrativeQA dataset. It includes the list of documents with Wikipedia summaries, links to full stories, and questions and answers.
